Jan Tattermusch
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RouteGuide | ||
RouteGuideClient | ||
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README.md | 10 years ago | |
RouteGuide.sln |
README.md
#gRPC Basics: C# #
This tutorial provides a basic C# programmer's introduction to working with gRPC. By walking through this example you'll learn how to:
- Define a service in a .proto file.
- Generate server and client code using the protocol buffer compiler.
- Use the C# gRPC API to write a simple client and server for your service.
It assumes that you have read the Getting started guide and are familiar with [protocol buffers] (https://developers.google.com/protocol-buffers/docs/overview). Note that the example in this tutorial only uses the proto2 version of the protocol buffers language, as proto3 support for C# is not ready yet (see protobuf C# README).
This isn't a comprehensive guide to using gRPC in C#: more reference documentation is coming soon.
Why use gRPC?
Our example is a simple route mapping application that lets clients get information about features on their route, create a summary of their route, and exchange route information such as traffic updates with the server and other clients.
With gRPC we can define our service once in a .proto file and implement clients and servers in any of gRPC's supported languages, which in turn can be run in environments ranging from servers inside Google to your own tablet - all the complexity of communication between different languages and environments is handled for you by gRPC. We also get all the advantages of working with protocol buffers, including efficient serialization, a simple IDL, and easy interface updating.
Example code and setup
The example code for our tutorial is in grpc/grpc-common/csharp/route_guide. To download the example, clone the grpc-common
repository by running the following command:
$ git clone https://github.com/google/grpc-common.git
All the files for this tutorial are in the directory grpc-common/csharp/route_guide
.
Open the solution grpc-common/csharp/route_guide/RouteGuide.sln
from Visual Studio (or Monodevelop on Linux).
On Windows, you should not need to do anything besides opening the solution. All the needed dependencies will be restored
for you automatically by the Grpc
NuGet package upon building the solution.
On Linux (or MacOS), you will first need to install protobuf and gRPC C Core using Linuxbrew (or Homebrew) tool in order to be able to generate the server and client interface code and run the examples. Follow the instructions for Linux or MacOS.
Defining the service
Our first step (as you'll know from Getting started) is to define the gRPC service and the method request and response types using [protocol buffers] (https://developers.google.com/protocol-buffers/docs/overview). You can see the complete .proto file in grpc-common/csharp/route_guide/RouteGuide/protos/route_guide.proto
.
To define a service, you specify a named service
in your .proto file:
service RouteGuide {
...
}
Then you define rpc
methods inside your service definition, specifying their request and response types. gRPC lets you define four kinds of service method, all of which are used in the RouteGuide
service:
- A simple RPC where the client sends a request to the server using the stub and waits for a response to come back, just like a normal function call.
// Obtains the feature at a given position.
rpc GetFeature(Point) returns (Feature) {}
- A server-side streaming RPC where the client sends a request to the server and gets a stream to read a sequence of messages back. The client reads from the returned stream until there are no more messages. As you can see in our example, you specify a server-side streaming method by placing the
stream
keyword before the response type.
// Obtains the Features available within the given Rectangle. Results are
// streamed rather than returned at once (e.g. in a response message with a
// repeated field), as the rectangle may cover a large area and contain a
// huge number of features.
rpc ListFeatures(Rectangle) returns (stream Feature) {}
- A client-side streaming RPC where the client writes a sequence of messages and sends them to the server, again using a provided stream. Once the client has finished writing the messages, it waits for the server to read them all and return its response. You specify a server-side streaming method by placing the
stream
keyword before the request type.
// Accepts a stream of Points on a route being traversed, returning a
// RouteSummary when traversal is completed.
rpc RecordRoute(stream Point) returns (RouteSummary) {}
- A bidirectional streaming RPC where both sides send a sequence of messages using a read-write stream. The two streams operate independently, so clients and servers can read and write in whatever order they like: for example, the server could wait to receive all the client messages before writing its responses, or it could alternately read a message then write a message, or some other combination of reads and writes. The order of messages in each stream is preserved. You specify this type of method by placing the
stream
keyword before both the request and the response.
// Accepts a stream of RouteNotes sent while a route is being traversed,
// while receiving other RouteNotes (e.g. from other users).
rpc RouteChat(stream RouteNote) returns (stream RouteNote) {}
Our .proto file also contains protocol buffer message type definitions for all the request and response types used in our service methods - for example, here's the Point
message type:
// Points are represented as latitude-longitude pairs in the E7 representation
// (degrees multiplied by 10**7 and rounded to the nearest integer).
// Latitudes should be in the range +/- 90 degrees and longitude should be in
// the range +/- 180 degrees (inclusive).
message Point {
int32 latitude = 1;
int32 longitude = 2;
}
Generating client and server code
Next we need to generate the gRPC client and server interfaces from our .proto service definition. We do this using the protocol buffer compiler protoc
with a special gRPC C# plugin.
If you want to run this yourself, make sure you've installed protoc and gRPC C# plugin. The instructions vary based on your OS:
- For Windows, the
Grpc
NuGet package contains all the libraries and tools you will need. No need to do any extra steps. - For Linux, make sure you've installed gRPC C Core using Linuxbrew
- For MacOS, make sure you've installed gRPC C Core using Homebrew
Once that's done, the following command can be used to generate the C# code.
To generate the code on Windows, we use protoc.exe
and grpc_csharp_plugin.exe
binaries that are shipped with the Grpc
NuGet package under the tools
directory. Following command should be run from the csharp/route_guide
directory:
> packages\Grpc.0.5.0\tools\protoc -I RouteGuide/protos --csharp_out=RouteGuide --grpc_out=RouteGuide --plugin=protoc-gen-grpc=packages\Grpc.0.5.0\tools\grpc_csharp_plugin.exe RouteGuide/protos/route_guide.proto
On Linux/MacOS, we rely on protoc
and grpc_csharp_plugin
being installed by Linuxbrew/Homebrew. Run this command from the route_guide directory:
$ protoc -I RouteGuide/protos --csharp_out=RouteGuide --grpc_out=RouteGuide --plugin=protoc-gen-grpc=`which grpc_csharp_plugin` RouteGuide/protos/route_guide.proto
Running one of the previous commands regenerates the following files in the RouteGuide directory:
RouteGuide/RouteGuide.cs
defines a namespaceexamples
- This contains all the protocol buffer code to populate, serialize, and retrieve our request and response message types
RouteGuide/RouteGuideGrpc.cs
, provides stub and service classes- an interface
RouteGuide.IRouteGuide
to inherit from when defining RouteGuide service implementations - a class
RouteGuide.RouteGuideClient
that can be used to access remote RouteGuide instances
- an interface
Creating the server
First let's look at how we create a RouteGuide
server. If you're only interested in creating gRPC clients, you can skip this section and go straight to Creating the client (though you might find it interesting anyway!).
There are two parts to making our RouteGuide
service do its job:
- Implementing the service interface generated from our service definition: doing the actual "work" of our service.
- Running a gRPC server to listen for requests from clients and return the service responses.
You can find our example RouteGuide
server in grpc-common/csharp/route_guide/RouteGuideServer/RouteGuideImpl.cs. Let's take a closer look at how it works.
Implementing RouteGuide
As you can see, our server has a RouteGuideImpl
class that implements the generated RouteGuide.IRouteGuide
:
// RouteGuideImpl provides an implementation of the RouteGuide service.
public class RouteGuideImpl : RouteGuide.IRouteGuide
Simple RPC
RouteGuideImpl
implements all our service methods. Let's look at the simplest type first, GetFeature
, which just gets a Point
from the client and returns the corresponding feature information from its database in a Feature
.
public Task<Feature> GetFeature(Grpc.Core.ServerCallContext context, Point request)
{
return Task.FromResult(CheckFeature(request));
}
The method is passed a context for the RPC (which is empty in the alpha release), the client's Point
protocol buffer request, and returns a Feature
protocol buffer. In the method we create the Feature
with the appropriate information, and then return it. To allow asynchronous
implementation, the method returns Task<Feature>
rather than just Feature
. You are free to perform your computations synchronously and return
the result once you've finished, just as we do in the example.
Server-side streaming RPC
Now let's look at something a bit more complicated - a streaming RPC. ListFeatures
is a server-side streaming RPC, so we need to send back multiple Feature
protocol buffers to our client.
// in RouteGuideImpl
public async Task ListFeatures(Grpc.Core.ServerCallContext context, Rectangle request,
Grpc.Core.IServerStreamWriter<Feature> responseStream)
{
int left = Math.Min(request.Lo.Longitude, request.Hi.Longitude);
int right = Math.Max(request.Lo.Longitude, request.Hi.Longitude);
int top = Math.Max(request.Lo.Latitude, request.Hi.Latitude);
int bottom = Math.Min(request.Lo.Latitude, request.Hi.Latitude);
foreach (var feature in features)
{
if (!RouteGuideUtil.Exists(feature))
{
continue;
}
int lat = feature.Location.Latitude;
int lon = feature.Location.Longitude;
if (lon >= left && lon <= right && lat >= bottom && lat <= top)
{
await responseStream.WriteAsync(feature);
}
}
}
As you can see, here the request object is a Rectangle
in which our client wants to find Feature
s, but instead of returning a simple response we need to write responses to an asynchronous stream IServerStreamWriter
using async method WriteAsync
.
Client-side streaming RPC
Similarly, the client-side streaming method RecordRoute
uses an IAsyncEnumerator, to read the stream of requests using the async method MoveNext
and the Current
property.
public async Task<RouteSummary> RecordRoute(Grpc.Core.ServerCallContext context,
Grpc.Core.IAsyncStreamReader<Point> requestStream)
{
int pointCount = 0;
int featureCount = 0;
int distance = 0;
Point previous = null;
var stopwatch = new Stopwatch();
stopwatch.Start();
while (await requestStream.MoveNext())
{
var point = requestStream.Current;
pointCount++;
if (RouteGuideUtil.Exists(CheckFeature(point)))
{
featureCount++;
}
if (previous != null)
{
distance += (int) CalcDistance(previous, point);
}
previous = point;
}
stopwatch.Stop();
return RouteSummary.CreateBuilder().SetPointCount(pointCount)
.SetFeatureCount(featureCount).SetDistance(distance)
.SetElapsedTime((int) (stopwatch.ElapsedMilliseconds / 1000)).Build();
}
Bidirectional streaming RPC
Finally, let's look at our bidirectional streaming RPC RouteChat
.
public async Task RouteChat(Grpc.Core.ServerCallContext context,
Grpc.Core.IAsyncStreamReader<RouteNote> requestStream, Grpc.Core.IServerStreamWriter<RouteNote> responseStream)
{
while (await requestStream.MoveNext())
{
var note = requestStream.Current;
List<RouteNote> notes = GetOrCreateNotes(note.Location);
List<RouteNote> prevNotes;
lock (notes)
{
prevNotes = new List<RouteNote>(notes);
}
foreach (var prevNote in prevNotes)
{
await responseStream.WriteAsync(prevNote);
}
lock (notes)
{
notes.Add(note);
}
}
}
Here the method receives both requestStream
and responseStream
arguments. Reading the requests is done the same way as in the client-side streaming method RecordRoute
. Writing the responses is done the same way as in the server-side streaming method ListFeatures
.
Starting the server
Once we've implemented all our methods, we also need to start up a gRPC server so that clients can actually use our service. The following snippet shows how we do this for our RouteGuide
service:
var features = RouteGuideUtil.ParseFeatures(RouteGuideUtil.DefaultFeaturesFile);
GrpcEnvironment.Initialize();
Server server = new Server();
server.AddServiceDefinition(RouteGuide.BindService(new RouteGuideImpl(features)));
int port = server.AddListeningPort("localhost", 50052);
server.Start();
Console.WriteLine("RouteGuide server listening on port " + port);
Console.WriteLine("Press any key to stop the server...");
Console.ReadKey();
server.ShutdownAsync().Wait();
GrpcEnvironment.Shutdown();
As you can see, we build and start our server using Grpc.Core.Server
class. To do this, we:
- Create an instance of
Grpc.Core.Server
. - Create an instance of our service implementation class
RouteGuideImpl
. - Register our service implementation with the server using the
AddServiceDefinition
method and the generated methodRouteGuide.BindService
. - Specify the address and port we want to use to listen for client requests using the
AddListeningPort
method. - Call
Start
on the server instance to start an RPC server for our service.
Creating the client
In this section, we'll look at creating a C# client for our RouteGuide
service. You can see our complete example client code in grpc-common/csharp/route_guide/RouteGuideClient/Program.cs.
Creating a stub
To call service methods, we first need to create a stub.
First, we need to create a gRPC client channel that will connect to gRPC server. Then, we use the RouteGuide.NewStub
method of the RouteGuide
class generated from our .proto.
GrpcEnvironment.Initialize();
using (Channel channel = new Channel("127.0.0.1:50052"))
{
var client = RouteGuide.NewStub(channel);
// YOUR CODE GOES HERE
}
GrpcEnvironment.Shutdown();
Calling service methods
Now let's look at how we call our service methods. gRPC C# provides asynchronous versions of each of the supported method types. For convenience, gRPC C# also provides a synchronous method stub, but only for simple (single request/single response) RPCs.
Simple RPC
Calling the simple RPC GetFeature
in a synchronous way is nearly as straightforward as calling a local method.
Point request = Point.CreateBuilder().SetLatitude(409146138).SetLongitude(-746188906).Build();
Feature feature = client.GetFeature(request);
As you can see, we create and populate a request protocol buffer object (in our case Point
), and call the desired method on the client object, passing it the request. If the RPC finishes with success, the response protocol buffer (in our case Feature
) will be returned. Otherwise, an exception of type RpcException
will be thrown, indicating the status code of the problem.
Alternatively, if you are in async context, you can call an asynchronous version of the method (and use await
keyword to await the result):
Point request = Point.CreateBuilder().SetLatitude(409146138).SetLongitude(-746188906).Build();
Feature feature = await client.GetFeatureAsync(request);
Streaming RPCs
Now let's look at our streaming methods. If you've already read Creating the server some of this may look very familiar - streaming RPCs are implemented in a similar way on both sides. The difference with respect to simple call is that the client methods return an instance of a call object, that provides access to request/response streams and/or asynchronous result (depending on the streaming type you are using).
Here's where we call the server-side streaming method ListFeatures
, which has property ReponseStream
of type IAsyncEnumerator<Feature>
using (var call = client.ListFeatures(request))
{
while (await call.ResponseStream.MoveNext())
{
Feature feature = call.ResponseStream.Current;
Console.WriteLine("Received " + feature.ToString());
}
}
The client-side streaming method RecordRoute
is similar, except we use the property RequestStream
to write the requests one by one using WriteAsync
and eventually signal that no more request will be send using CompleteAsync
. The method result can be obtained through the property
Result
.
using (var call = client.RecordRoute())
{
foreach (var point in points)
{
await call.RequestStream.WriteAsync(point);
}
await call.RequestStream.CompleteAsync();
RouteSummary summary = await call.Result;
}
Finally, let's look at our bidirectional streaming RPC RouteChat
. In this case, we write the request to RequestStream
and receive the responses from ResponseStream
. As you can see from the example, the streams are independent of each other.
using (var call = client.RouteChat())
{
var responseReaderTask = Task.Run(async () =>
{
while (await call.ResponseStream.MoveNext())
{
var note = call.ResponseStream.Current;
Console.WriteLine("Received " + note);
}
});
foreach (RouteNote request in requests)
{
await call.RequestStream.WriteAsync(request);
}
await call.RequestStream.CompleteAsync();
await responseReaderTask;
}
Try it out!
Build client and server:
Open the solution grpc-common/csharp/route_guide/RouteGuide.sln
from Visual Studio (or Monodevelop on Linux) and hit "Build".
Run the server, which will listen on port 50052:
> cd RouteGuideServer/bin/Debug
> RouteGuideServer.exe
Run the client (in a different terminal):
> cd RouteGuideClient/bin/Debug
> RouteGuideClient.exe
You can also run the server and client directly from Visual Studio.
On Linux or Mac, use mono RouteGuideServer.exe
and mono RouteGuideClient.exe
to run the server and client.